I remember a few years ago when there was some research group that was able to take a picture of a black hole. It involved lots of complicated interpretation of data.
As an extra sanity check, they had two teams working in isolation interpreting this data and constructing the image. If the end result was more or less the same, it’s a good check that it was correct.
So yes, it’s absolutely a valid strategy.